Beyond Static Cropping: Layer-Adaptive Visual Localization and Decoding Enhancement

Zipeng Zhu, Zhanghao Hu, Qinglin Zhu +5

Large Vision-Language Models (LVLMs) have advanced rapidly by aligning visual patches with the text embedding space, but a fixed visual-token budget forces images to be resized to…